{"id":"W1942288766","doi":"10.1027/1016-9040/a000212","title":"Risk Perception in Pregnancy","year":2015,"lang":"en","type":"article","venue":"European Psychologist","topic":"Maternal and Perinatal Health Interventions","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre for Global Health Research","funders":"Medical Research Council","keywords":"Pregnancy; Risk perception; Context (archaeology); Anxiety; Medicine; Vulnerability (computing); Fertility; Perception; Risk management; Psychology; Medical emergency; Psychiatry; Environmental health; Business; Population; Computer security","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003540933,0.00006364233,0.00008766155,0.00005960935,0.00002171275,0.000008370757,0.00006625536,0.00002043346,0.0004362761],"category_scores_gemma":[0.00006779049,0.0000506802,0.00004175806,0.0000846321,0.00004339101,0.00003473804,0.00002249258,0.0001792563,0.002123074],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003760061,"about_ca_system_score_gemma":0.000007922188,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001573626,"about_ca_topic_score_gemma":0.00002523397,"domain_scores_codex":[0.9992533,0.0001676951,0.0002011085,0.0001611645,0.00008439767,0.0001322759],"domain_scores_gemma":[0.999593,0.00000488033,0.0000492685,0.0001947548,0.00003039212,0.0001277004],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000485447,0.0007696332,0.7334064,0.0002590532,0.00001138788,0.00101411,0.00135034,0.000004715738,0.0001872568,0.0002875676,0.02042178,0.2418023],"study_design_scores_gemma":[0.001108865,0.0004495655,0.9088269,0.0002480222,0.000003157272,0.0001018331,0.00009687891,0.00001735441,0.000004227676,0.0001240232,0.08896811,0.00005101598],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7143922,0.0002548592,0.0001985544,0.0005950247,0.0003457094,0.0001286514,0.00001412801,0.00005921297,0.2840116],"genre_scores_gemma":[0.9760285,0.0000880955,0.0005042104,0.0003228766,0.0001126412,0.000004955312,0.00001157473,0.0000125097,0.02291466],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2616362,"threshold_uncertainty_score":0.9986539,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1118811908045402,"score_gpt":0.4048571783882803,"score_spread":0.2929759875837401,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}